US11050510B2 - Polar code transmission method and apparatus - Google Patents
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- US11050510B2 US11050510B2 US16/423,172 US201916423172A US11050510B2 US 11050510 B2 US11050510 B2 US 11050510B2 US 201916423172 A US201916423172 A US 201916423172A US 11050510 B2 US11050510 B2 US 11050510B2
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0072—Error control for data other than payload data, e.g. control data
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- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
- H03M13/03—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words
- H03M13/05—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits
- H03M13/13—Linear codes
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- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
- H03M13/63—Joint error correction and other techniques
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- H04—ELECTRIC COMMUNICATION TECHNIQUE
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- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0041—Arrangements at the transmitter end
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- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0045—Arrangements at the receiver end
- H04L1/0046—Code rate detection or code type detection
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- H—ELECTRICITY
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- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0056—Systems characterized by the type of code used
- H04L1/0059—Convolutional codes
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- H—ELECTRICITY
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- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0056—Systems characterized by the type of code used
- H04L1/0061—Error detection codes
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- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
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- H04L1/08—Arrangements for detecting or preventing errors in the information received by repeating transmission, e.g. Verdan system
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- H—ELECTRICITY
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- H04L69/00—Network arrangements, protocols or services independent of the application payload and not provided for in the other groups of this subclass
- H04L69/30—Definitions, standards or architectural aspects of layered protocol stacks
- H04L69/32—Architecture of open systems interconnection [OSI] 7-layer type protocol stacks, e.g. the interfaces between the data link level and the physical level
- H04L69/322—Intralayer communication protocols among peer entities or protocol data unit [PDU] definitions
- H04L69/324—Intralayer communication protocols among peer entities or protocol data unit [PDU] definitions in the data link layer [OSI layer 2], e.g. HDLC
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- H03M13/03—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words
- H03M13/05—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits
- H03M13/09—Error detection only, e.g. using cyclic redundancy check [CRC] codes or single parity bit
Definitions
- Embodiments of the present application relate to computer and communication technologies and, in particular, to a Polar code transmission method and apparatus.
- PBCH physical broadcast channel
- PHICH physical hybrid ARQ indicator channel
- MSB most significant bit
- SFN system frame number
- FIG. 1 A base station first encodes the MIB to obtain 16-bit cyclic redundancy check (CRC) sequence. Then the base station concatenates 24 bits of MIB with 16 bits of CRC.
- CRC cyclic redundancy check
- a coding sequence comprises the MIB part and the CRC part, the length of the coding sequence is 40 bits.
- the coding sequence is duplicated to obtain four PBCH segments of equal size, and the four PBCH segments are scrambled by four scrambling sequences respectively.
- the base station completes the process of modulation, mapping and sending after the process of scrambling.
- the channel coding of the PBCH is tailing bit convolution coding (TBCC), and the four scrambling sequences using different phases.
- TBCC tailing bit convolution coding
- the four PBCH segments carry the same coded bits.
- the process of the receiving PBCH is shown in FIG. 2 . If the channel quality is good enough, the receiver only received one PBCH segment to successfully complete the descrambling, decoding and CRC check operating. Furthermore, Since the receiver descrambles the PDCH segment successfully, the receiver obtain the impliciting 2 least significant bit (LSB) bits of the SFN. If the channel quality is poor, the receiver decoding the PBCH information by combining two or more PBCH segments.
- LSB least significant bit
- the fifth generation (5G) communication system and the future communication system has defined three categories of scenarios, that is, enhance mobile broadband (eMBB), ultra-reliable low latency (URLLC) and massive machine type communications (mMTC).
- eMBB mainly includes ultra-high-definition video, enhance the reality of AR, virtual reality VR, etc.
- URLLC is mainly used for industrial control in the Internet of Things, unmanned vehicles.
- mMTC is mainly used in the Internet of things in the smart grid, smart city.
- embodiments of present invention provides a Polar code transmission method and apparatus.
- a Polar code transmission method comprising:
- bit sequence into a code sequence using Polar code, wherein the bit sequence contains a control signaling and a Cyclic Redundancy Code (CRC) sequence;
- the first matrix includes: permutation matrix, the permutation matrix has one nonzero element in each row and each column.
- the first matrix includes: circular shift of an identity matrix.
- a Polar code transmission apparatus comprising:
- encoding unit configured to encode a bit sequence into a code sequence using Polar code, wherein the bit sequence contains a control signaling and a Cyclic Redundancy Code (CRC) sequence;
- transforming unit configured to transform the code sequence into M copies, wherein an i st information copy of the M information copies multiples by a first matrix of the power of (i ⁇ 1), M is an integer and M>0, 1 ⁇ i ⁇ M.
- the first matrix includes: permutation matrix, the permutation matrix has one nonzero elements in each row and each column.
- the first matrix includes: circular shift of an identity matrix.
- a device comprising:
- a non-transitory computer-readable storage medium coupled to the processor and storing programming instructions for execution by the processor, the programming instructions instruct the processor to:
- bit sequence into a code sequence using Polar code, wherein the bit sequence contains a control signaling and a Cyclic Redundancy Code (CRC) sequence;
- M copies of codeword x was encoded by Polar code, the M copies implicitly conveys different time stamp information, which is suitable for the transmission of PBCH in 5G communication system, signaling overhead is also reduced.
- FIG. 1 is a flowchart of PBCH generation in LTE communication system.
- FIG. 2 is a flowchart of PBCH extraction in LTE communication system.
- FIG. 3 is the basic flowchart of a communication system.
- FIG. 4 is the applied scenarios of the present application.
- FIG. 5 is a theoretical transformation example on transmitter side.
- FIG. 6 is another theoretical transformation example on transmitter side.
- FIG. 7 is a detailed illustration of the embodiments of the present application.
- FIG. 8 is a detailed Polar matrix (8, 4) transformation with circular shift.
- FIG. 9 is another detailed Polar matrix (8, 4) transformation with circular shift.
- FIG. 10 is a detailed Polar matrix (16, 7) transformation with circular shift.
- FIG. 11 is an illustration of soft combination scheme.
- FIG. 12 is a flowchart of blind detection process.
- FIG. 13 is a Polar matrix (8, 4) transformation involving matrix Tu.
- FIG. 14 is another Polar matrix (8, 4) transformation involving matrix Tu.
- FIG. 15 is a logical composition of a Polar code transmission apparatus.
- FIG. 16 is a physical composition of a Polar code transmission device.
- FIG. 3 is the basic flowchart of wireless communication, at the sending end, the source is followed by source coding, channel coding, rate matching, modulation and mapping.
- the signal transmitted via the channel is processed by demapping, demodulation, de rate matching, channel decoding, and source decoding.
- Channel coding and decoding can use Polar code, because the original Polar code (mother code) length is integer power of 2.
- rate matching is used to achieve various target length of Polar code.
- the basic flowchart of wireless communication also includes additional processes (eg, precoding and interleaving), given that these additional processes are common to those skilled in the art.
- the CRC sequence mentioned in this application and the CRC information are identical in present application.
- the embodiments of the present application can be applied to a wireless communication system.
- the wireless communication system is usually composed of cells.
- Each cell includes a base station (BS), a base station associated with a plurality of mobile stations (MS) to provide a communication service.
- the base station is connected to the core network via backhauls as shown in FIG. 4 .
- the base station includes Baseband Unit (BBU) and Remote Radio Unit (RRU).
- BBU and RRU can be placed in different places, e.g.: RRU placed in high network traffic area, BBU placed in the network maintenance center.
- BBU and RRU can also be placed in the same place.
- BBU and RRU can also be different components within a rack.
- the wireless communication system referred to in the present application includes but is not limited to: Narrow Band-Internet of Things (NB-IoT), Global System for Mobile Communications (GSM), Enhanced Data Rate for GSM Evolution (EDGE), Broadband Code Division Multiple Access (WCDMA), Wideband Code Division Multiple Access (WCDMA), Wideband Code Division Multiple Access (WCDMA) Code Division Multiple Access (CDMA2000), Time Division Synchronous Code Division Multiple Access (TD-SCDMA), Long Term Evolution System (LTE) and the next generation 5G mobile communication system including three scenarios eMBB, URLLC and eMTC.
- NB-IoT Narrow Band-Internet of Things
- GSM Global System for Mobile Communications
- EDGE Enhanced Data Rate for GSM Evolution
- WCDMA Wideband Code Division Multiple Access
- WCDMA Wideband Code Division Multiple Access
- TD-SCDMA Time Division Synchronous Code Division Multiple Access
- LTE Long Term Evolution System
- next generation 5G mobile communication system including three scenarios eMBB, URLLC and eMTC
- the base station may include various forms of macro base stations, micro base stations (also referred to as small stations), relay stations, access points, and the like.
- macro base stations also referred to as small stations
- micro base stations also referred to as small stations
- relay stations access points
- the name of the base station varies, for example, evolved Node B (eNB) in LTE systems, Node B in 3G system and so on.
- eNB evolved Node B
- Node B Node B
- 3G system 3G system
- the above-described means for providing the wireless communication function for the MS is collectively referred to as a base station or a BS.
- the MSs may be referred to in the embodiments of the present application and may include various handsets, vehicle-mounted devices, wearable devices, computing devices, or other processing devices embedded a wireless modem.
- the MS may also be referred to as a terminal, and may include a subscriber unit (cell phone), a cellular phone, a smart phone, a wireless data card, laptop, machine type communication device and so on.
- a subscriber unit cell phone
- a cellular phone a cellular phone
- smart phone smart phone
- wireless data card laptop
- machine type communication device machine type communication device
- G N coding matrix
- a part of the u 1 N are used to carry information, called the set of information bits or I;
- the other part of the bits are set to a fixed value compromised by the transmitter and receiver, called fixed bits Set or frozen bits F.
- Polar code referred to in the present application includes but is not limited to: CRC cascade Polar code, Parity Check cascade Polar code, Arikan traditional Polar code and CRC aided Polar code.
- u is the source vector, with known bits in the frozen set F and information bits I in the remaining positions
- G n is the transform matrix of parents code
- G n ⁇ G n I n
- I n is denoted as an identity matrix.
- the equivalence of T u ⁇ G n and G n ⁇ P x is depicted in FIG. 5 .
- the transform matrix P x is a permutation matrix with only one nonzero elements in each row and each column, it works as an interleaver on the codeword x, therefore, the only difference of the received Log Likelihood Ratio (LLR) with different P x is their positions of the elements in each LLR vector, which will be very helpful to enable a quick soft combination of transmission with same x but different P x .
- LLR Log Likelihood Ratio
- the times (m) of the multiply of T u or P x can be implicitly conveyed with the following schemes depicted in FIG. 6 .
- the implicit message m can be retrieved by the flowchart in decoding part.
- the implicit message m can be used to indicate timing index, antenna port mapping configuration, polar design rules, carrier index, MCS information, and so on. Therefore, the message m can convey log 2(m) bit information.
- the design of permutation matrix P x and its transformed matrix T u will be described below.
- FIG. 8 is a Polar (8,4) and one of its T u example to describe principle 1.
- FIG. 13 give another T u example for Polar(8,4).
- the value of the frozen bits should follow another principle:
- FIG. 9 is a Polar (8,4) example to describe principle 2 where all the frozen bits in F have to be set to 0s.
- FIG. 14 gives an example of Polar (8,4) with another T u where u0 can be arbitrary values while u1, u2, u4 can only be 0.
- P x From the viewpoint of soft combination, the simplest forms of P x are those serve as circular shift. Specifically, The design of permutation matrix P x includes various approaches.
- T u [ 1 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 ] .
- the values of the frozen sets F will not be affected by info bits I, the transform process on the transmitter side can refer to FIG. 8 . 4 transmissions can be supported with this permutation matrix P x .
- P x matrices server as circular shift with offset 4, 6 are also applicable.
- the values of the frozen sets will not be affected by info bits.
- the maximum supported timing indices is 4.
- Px matrices server as circular shift with offset 8,12 are also applicable.
- N/4, 2N/4, 3N/4 can also be supported with polar construction method based on PW sequence where the sub-channels with the largest PW values are selected as info set I.
- the codeword x can be stored in virtual circular buffer and be read out with fixed offset for each transmission.
- the T u matrix corresponding to N/4 circular shift share the following form:
- T u [ 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 0 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 ]
- T u here meet the principle 1.
- u1, u2, u4 have to be 0 and u0 can be 0 or 1.
- m-1 I u,infoset is 7.
- T u For polar code with any info sets and frozen sets, as long as the T u matrix meets the two design principles and its corresponding P x servers permutation matrix, this T u is applicable for implicit indication.
- N mother code length of polar code
- Perms_set ⁇ p 1 ,p 2 ,...,p N!
- ⁇ a set of all the possible permutations of the vector [1:N].
- the total number is N!
- FrozenSet 1 ⁇ N vector.
- Gn Polar generation matrix
- Px N ⁇ N permutation matrix on x
- Tu corresponding transformation matrix on u m : the maximum value of implicit message.
- pp 1:N!
- FIG. 7 can be implemented with soft combination scheme at the receiver side.
- a timing-related operation at the transmitter side can be either a permutation on codeword or a transformation on the source vector u.
- n-times permutation is applied on the codeword x or n-times transformation on the source vector u, resulting into a set of transmitted vectors x, x ⁇ P x , x ⁇ P x 2 , . . . , x ⁇ P x N-1 for timing t, t+ ⁇ t, t+2 ⁇ t, . . .
- timing stamp can be considered as cumulative permutation P x n over the codeword x that is generated from the payload only.
- the number of possible permutation matrix is N! for a Polar code with mother code length N. However, only a small subset of them is applicable.
- the transmitter can send M copies of codeword x encoding by Polar code, the M copies implicitly conveys different time stamp information, which is suitable for the transmission of PBCH in 5G communication system, signaling overhead is also reduced.
- a UE may decode from the LLR vector LLR (T) of single block independently to obtain the payload and timing index (SS Index), wherein the LLR vector is de-mapped from the PBCH.
- T LLR vector LLR
- SS Index timing index
- a UE can choose to combine a number of the blocks.
- the receiver knows the relative timing offset j ⁇ T while is not aware of the exact starting point T.
- LLR ′( T ) LLR ( T )+ LLR ( T+j ⁇ T ) P x ⁇ j
- P x ⁇ j only serves as j-times de-interleaver on LLR(T+j ⁇ T), since the permutation only changes the position of the elements in LLR vector.
- the operation of P x ⁇ j is straightforward and does not incur any information loss.
- the process of soft combination at the receiver is depicted in FIG. 11 .
- T the absolute starting point for both LLR from single block LLR (T) and combined LLR′ (T).
- T the absolute starting point for both LLR from single block LLR (T) and combined LLR′ (T).
- blind detection calls for some restriction on the form of T u and values of the frozen bits.
- the restriction can refer to the above principle 1 & 2.
- the receiver can obtain the time index ⁇ circumflex over (m) ⁇ and j ⁇ T by SCL decoding algorithm, which is suitable for the transmission of PBCH in 5G communication system, signaling overhead is also reduced.
- a Polar code transmission method comprising:
- bit sequence into a code sequence using Polar code, wherein the bit sequence contains a control signaling and a Cyclic Redundancy Code (CRC) sequence;
- the first matrix includes: permutation matrix, the permutation matrix has one nonzero element in each row and each column.
- the first matrix includes: circular shift of an identity matrix.
- a Polar code transmission apparatus comprising:
- encoding unit configured to encode a bit sequence into a code sequence using Polar code, wherein the bit sequence contains a control signaling and a Cyclic Redundancy Code (CRC) sequence;
- transforming unit configured to transform the code sequence into M copies, wherein an i st information copy of the M information copies multiples by a first matrix of the power of (i ⁇ 1), M is an integer and M>0, 1 ⁇ i ⁇ M.
- the Polar code transmission apparatus is depicted in FIG. 15 .
- the first matrix includes: permutation matrix, the permutation matrix has one nonzero elements in each row and each column.
- the first matrix includes: circular shift of an identity matrix.
- a device comprising:
- a non-transitory computer-readable storage medium coupled to the processor and storing programming instructions for execution by the processor, the programming instructions instruct the processor to:
- bit sequence into a code sequence using Polar code, wherein the bit sequence contains a control signaling and a Cyclic Redundancy Code (CRC) sequence;
- the device is depicted in FIG. 16 .
- the above embodiments may be implemented in whole or in part by software, hardware, firmware, or any combination thereof.
- software When implemented using software, it may be implemented in whole or in part in the form of a computer program product.
- the computer program product includes one or more computer instructions.
- the process or function described in the embodiments of the present application is generated, in whole or in part, when the computer program instructions are loaded and executed on a computer.
- the computer may be a general purpose computer, a dedicated computer, a computer network, or other programmable device.
- the computer instructions may be stored in a computer-readable storage medium or from one computer-readable storage medium to another computer-readable storage medium, for example, from a website site, a computer, a server, or a data center (Such as coaxial cable, optical fiber, digital subscriber line (DSL)) or wireless (such as infrared, wireless, microwave, etc.) to another site site, computer, server or data center transmission.
- the computer-readable storage medium may be any available medium that the computer can access or a data storage device such as a server, a data center, or the like that contains one or more available media integrations.
- the available media may be magnetic media (e.g., floppy disks, hard disks, magnetic tapes), optical media (e.g., DVD, or semiconductor media such as solid state drives (SSD) and so on.
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Abstract
Description
u·G n =x
u·T u ·G n =x·P x
T u =G n ·P x ·G n
The corresponding
Approach 2: Px serves as a general permutation matrix
Approach 2.1 a (8,4) Polar, one possible
And the corresponding
Tu here meet the
| [knowns] |
| N: mother code length of polar code |
| Perms_set={p1,p2,...,pN!}: a set of all the possible permutations of |
| the vector [1:N]. The total number is N! |
| I: N×N identity matrix |
| InfoSet: 1×N vector. The position of info set in u, where “1”s stand |
| for info bit position |
| FrozenSet: 1×N vector. The position of frozen set in u, where “1”s |
| stand for frozen bit position |
| Gn: Polar generation matrix |
| [unknowns] |
| Px: N×N permutation matrix on x |
| Tu: corresponding transformation matrix on u |
| m : the maximum value of implicit message. |
| Here is the search algorithm |
| For pp = 1:N! |
| perm = Perms_set{pp} // extract an candidate permutation |
| pattern |
| Px = I(:,Perms) // construct Px according to perms |
| Tu =Gn· Px· Gn // construct Tu according to Px |
| // check “ |
| Pass_flag = 0 // 0 means this Tu is applicable |
| For mIndex = 1:N |
| // check whether the frozen will be affected by any info bits |
| If(FrozenSet(mIndex)) |
| Pass_flag +=Sum(InfoSet· Tu(:,mIndex)) |
| end |
| end |
| // find out the m value if Tu is applicable |
| if(!Pass_flag) |
| m = 1 // initial m |
| while(1) |
| if Tum (InfoSet, InfoSet) == I(InfoSet, InfoSet) |
| break |
| end |
| m++ |
| end |
| // here is an applicable Tu with its maximum value of implicit |
| message m |
| end |
| end |
LLR′(T)=LLR(T)+LLR(T+j·ΔT)P x −j
Claims (7)
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/CN2017/079374 WO2018176495A1 (en) | 2017-04-01 | 2017-04-01 | Polar code transmission method and apparatus |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/CN2017/079374 Continuation WO2018176495A1 (en) | 2017-04-01 | 2017-04-01 | Polar code transmission method and apparatus |
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| US20190312681A1 US20190312681A1 (en) | 2019-10-10 |
| US11050510B2 true US11050510B2 (en) | 2021-06-29 |
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| CN108809332B (en) | 2017-05-05 | 2021-09-03 | 华为技术有限公司 | Polar code transmission method and device |
| CN117118568A (en) * | 2017-08-10 | 2023-11-24 | 艾普拉控股有限公司 | Method for generating physical broadcast channel signal, related apparatus and storage medium |
| CN111835474B (en) * | 2019-04-19 | 2021-07-23 | 大唐移动通信设备有限公司 | PBCH-based signal processing method and device |
| CN116667861A (en) * | 2022-02-17 | 2023-08-29 | 华为技术有限公司 | Encoding method and encoding device based on polar code |
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Also Published As
| Publication number | Publication date |
|---|---|
| EP3501109A1 (en) | 2019-06-26 |
| WO2018176495A1 (en) | 2018-10-04 |
| CN110476357A (en) | 2019-11-19 |
| EP3501109A4 (en) | 2019-09-11 |
| CN110476357B (en) | 2021-08-20 |
| EP3501109B1 (en) | 2023-12-27 |
| US20190312681A1 (en) | 2019-10-10 |
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